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City Day Navigator: a FastAPI orchestrator + MCP tools demo that plans a compact, weather/air-aware day itinerary for any city using Gemini for classify/plan/summarize, streaming Markdown via SSE and grounding with public APIs.
OpenAQ-Air-Quality-Checker is a tool designed to retrieve and display real-time air quality data from the OpenAQ platform. This application allows users to input locations and receive detailed air quality information to make informed decisions about their environmental exposure.
This repository contains a live streaming DEMO solution architecture and Python data pipelines to ingest, process, and visualize streaming data from the OpenAQ API.
Lambda Architecture for real-time traffic speed (TomTom) and air quality (OpenAQ) data in Ho Chi Minh City. Streams to Kafka/JSON, processes with PySpark, persists in Lakehouse (MinIO + Delta Lake), and highlights critical periods where PM2.5 spikes align with congestion, supporting smart city traffic and health decisions.
Real time environmental dashboard for live air quality monitoring with anomaly detection, interactive maps, and natural language commands. Built with Next.js, TypeScript, and OpenAQ.
Air Quality Monitoring ETL pipeline to extract and analyze PM2.5 sensor data from the OpenAQ API using Python and Google Colab, with CSV export and interactive visualizations.
OpenAQ has collected 231,965,688 air quality measurements from 8,469 locations in 65 countries. Data are aggregated from 105 government level and research-grade sources.